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kyawhtetpaingwin111
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Parent(s):
7c04964
Update app.py
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app.py
CHANGED
@@ -60,26 +60,9 @@ def classify_audio(audio_file):
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return dict(zip(categories, map(float, probs)))
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description = """
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## Instructions:
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- Upload or record audio (no more than 20 seconds for now)
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- Wait for processing and prediction from the model.
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## Emotions the app recognizes:
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1) Anger
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2) Disgust
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3) Fear
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4) Happiness
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5) Pleasant Surprise
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6) Sadness
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7) Neutral
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## About:
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This application is actually using a computer vision model (an adaptation of ResNet) for detection and the model
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has been trained on a relatively small dataset of 2,380 recordings from two actors saying phrases in different emotions.
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For more information, visit this [Github repo](https://github.com/KyawHtetWin/issem-machine-learning/tree/main/audio_emotion_detector)
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"""
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return dict(zip(categories, map(float, probs)))
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description = """
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## Welcome to the app that recognizes emotion from the audio! Upload/record your audio (no more than 20 seconds) and see the model prediction of the emotions.
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## 7 Emotions the app recognizes: Anger, Disgust, Fear, Happiness, Pleasant Surprise (ps), Sadness, Neutral
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For more information, visit this [Github repo](https://github.com/KyawHtetWin/issem-machine-learning/tree/main/audio_emotion_detector)
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"""
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